Example

In the following example, the parameters of a one compartmental model with first order absorption and linear elimination are estimated on the theophylline data set. One can see the prediction distribution of the concentration overlayed with the data set.

Prediction distribution plots for count data and categorical data show the predicted frequencies of the categorized data over time, computed by Monte-Carlo. In the following example, predictions come from a Poisson distribution with a time varying intensit. Note that hovering on a band reveals the corresponding modality.